runtimes: Data frame of run times for logitr benchmark

In logitr: Logit Models w/Preference & WTP Space Utility Parameterizations

Data frame of run times for logitr benchmark

Description

This data frame contains the run times for a benchmark comparing the relative computation time to estimate a preference space mixed logit model using the following R packages: logitr, mixl, mlogit, gmnl, and apollo. Packages that support parallel estimation (logitr, mixl, and apollo) are benchmarked at multiple core counts, indicated in parentheses in the package name (e.g. "logitr (1 cores)"). The benchmark is generated by the script data-raw/runtimes.R in the package repository. The shipped results were produced on a 10-core Apple M-series Mac, so the absolute times (and the core counts benchmarked) are specific to that machine.

Usage

data(runtimes)

Format

Variable	Description
package	Package name (with the number of cores in parentheses for packages benchmarked in parallel).
time_sec	The estimation time in seconds.
numDraws	The number of random draws used during estimation.
version	The installed version of the package used for the benchmark.

Source

The data-raw/runtimes.R script in the logitr repository.

Examples

data(runtimes)

head(runtimes)

logitr documentation built on July 6, 2026, 5:11 p.m.